Problem-solving strategies for matrices in linear algebra

Parallel Agent Type Contracts

System health check (MOT) for skills, agents, hooks, and memory

Problem-solving strategies for rings in abstract algebra

Environment Triage

Agent Context Isolation

Routes problems to appropriate mathematical frameworks using expert heuristics

Async REPL Protocol

Problem-solving strategies for lebesgue measure in measure theory

Graceful Degradation with Helpful Messages

Implement technical plans from thoughts/shared/plans with verification

Wiring Verification

Observe Before Editing

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Search library documentation and code examples via Nia

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

QLTY During Development

Semantic search across codebase using LEANN vector index

Problem-solving strategies for gradient methods in optimization

Explicit Identity Across Boundaries